Lukas Mosser

Reconstruction of three-dimensional porous media using generative adversarial neural networks

Lukas Mosser, Olivier Dubrule, Martin J. Blunt · Physical review. E · 2017 · 527 citations · Full text

Image Reconstruction, Engineering, Machine Learning +22

Pores for thought: generative adversarial networks for stochastic reconstruction of 3D multi-phase electrode microstructures with periodic boundaries

Andrea Gayon-Lombardo, Lukas Mosser, Nigel P. Brandon et al. · npj Computational Materials · 2020 · 167 citations · Full text

Engineering, Stochastic Reconstruction, Generative Model +22

Rapid Seismic Domain Transfer: Seismic Velocity Inversion and Modeling Using Deep Generative Neural Networks

Lukas Mosser, W. Kimman, Jesper Dramsch et al. · Proceedings · 2018 · 59 citations · Full text

Conditioning of Generative Adversarial Networks for Pore and Reservoir Scale Models

Lukas Mosser, Olivier Dubrule, Martin J. Blunt · Proceedings · 2018 · 30 citations

Gan Discriminator Network, Petrophysical Properties, Machine Learning +21

DeepFlow: History Matching in the Space of Deep Generative Models

Lukas Mosser, Olivier Dubrule, Martin J. Blunt · arXiv (Cornell University) · 2019 · 25 citations · Full text

Engineering, Machine Learning, Earth Science +16